AI Services · Financial Services

AI Services, for Financial Services.

We build and run vertical AI inside financial services firms. We measure success by the cost lines we compress.

30 minutes. No commitment.
What we do

AI that replaces the thinking work in financial services.

Every function that runs on people reading, deciding, and writing. We identify what can be automated and build the system that does it.

We work with financial services firms and the portfolio companies they fund.

Our approach

Relationship first.
Always.

We build for the long term, not the transaction. Every engagement starts with understanding how you work, what you're optimizing for, and where the real gaps are.

As you grow or your strategy shifts, we're there. Not as a vendor you call when something breaks, but as a partner who already knows the system and can move with you.


How it works
One team. Full ownership.
01 Diagnose.

Map the operation. Surface what is worth replacing.

02 Architect.

Design the system. Own the spec end to end.

03 Deploy.

Ship on infrastructure the client controls.

04 Operate.

We run it. You measure the compression.


Why us
Built by operators.
PE, IB, and engineering. We evaluated companies before we built for them.
Private compute.
Every deployment runs on client-controlled infrastructure, audit trail included.
The opportunity is large.
Financial services firms and the operating companies they back are among the least automated businesses in the world. We think both have a significant amount of value left to create from AI adoption.
Team & advisors
Practitioners from these institutions.
Microsoft
Coinbase
Deutsche Bank
Citi
Riveria
COARE Companies
a16z
a16z Startup Ecosystem

Get started

Start with a
diagnostic.

30 minutes. We tell you plainly if this makes sense.